woke up at 9 a bit late for me cuz last night i treated myself with a yt bingewatch. :D
morning started with checking up my inboxes/dms then doomscrolled a bit, this usually lasts until i get my coffee
just thereafter i started on my work, i got update on the Model we were training for the hackathon,im a bit disappointed with the results.
we trained two models BiLSTM and TCN(if you dont know what this means: both are used heavily in making predictions, eg:forecasting etc)
TCN is advanced version of CNN and BiLSTM is combination of forward LSTM and backward LSTM. out of these two that we trained: BiLSTM has better TSS score
but still poor. we want it to be atleast "okayish" :(
TSS stands for Total Sum of Squares, in simple language it means the measure of total variation in your target data, this sets the bar for how the model performs.
Its Afternoon now, i have a meeting with the ai/ml guy, the guy who was to train the model he suffers from severe chronic network illness. and his wifi got pregnant so its on maternal leave,so i have to train the model on my shitty laptop, in the call it was suggested to use jupyter instead of terminal and fix the data inside csv file (data processing) it turns out our techyguy didnt process the data, maybe that is why we
got poor results.lets see.... even then its not sure that the results will be supergood, we can only hope!! .
it was also suggested to make the model "more complex" (more neurons/layers) but we cant do it, why?? because we lack computing power and data. FFAAAAAHHHH
Rest of the day was spent on trying to process the data ,installing jupyter and seeing whats its about, am exhausted now, i really wish i had an ac in my room. GEEZ working in chill temp must be nice .
follow my everyday blogs, youre going to witness my life ramming and unfolding infront of your eyes!!